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feat: also save the lower and upper fences in the json data #46

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Sep 26, 2024
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feat: also save the lower and upper fences in the json data #46

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18 changes: 15 additions & 3 deletions src/pytest_codspeed/instruments/walltime.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,11 +51,14 @@ def from_codspeed_config(cls, config: CodSpeedConfig) -> BenchmarkConfig:
class BenchmarkStats:
min_ns: float
max_ns: float
stdev_ns: float
mean_ns: float
stdev_ns: float

lower_fence_ns: float
q1_ns: float
median_ns: float
q3_ns: float
upper_fence_ns: float

rounds: int
total_time: float
Expand All @@ -76,17 +79,26 @@ def from_list(
stdev_ns = stdev(times_ns) if len(times_ns) > 1 else 0
mean_ns = mean(times_ns)
q1_ns, median_ns, q3_ns = quantiles(times_ns, n=4)
iqr_ns = q3_ns - q1_ns
lower_fence_ns = q1_ns - 1.5 * iqr_ns
upper_fence_ns = q3_ns + 1.5 * iqr_ns
outliers_rounds = sum(
1 for t in times_ns if t < lower_fence_ns or t > upper_fence_ns
)

return cls(
min_ns=min(times_ns),
max_ns=max(times_ns),
stdev_ns=stdev_ns,
mean_ns=mean_ns,
median_ns=median_ns,
lower_fence_ns=lower_fence_ns,
q1_ns=q1_ns,
median_ns=median_ns,
q3_ns=q3_ns,
upper_fence_ns=upper_fence_ns,
rounds=rounds,
total_time=total_time,
outlier_rounds=sum(1 for t in times_ns if abs(t - mean_ns) > stdev_ns),
outlier_rounds=outliers_rounds,
iter_per_round=iter_per_round,
warmup_iters=warmup_iters,
)
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